I am a white first generation immigrant from an Eastern European country, and I did claim URM. I wrote about my hardships and obstacles I had to overcome and tailored my statement accordingly. I am not sure as to what role did that play in my admission, but I had multiple offers to chose from so it definitely did not hurt.